Papers by Jing-Yu Ji
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output (2025.coling-industry)
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| Challenge: | Scientific publications are becoming more multimedia, containing both text and visual content. |
| Approach: | They propose a framework for Scientific Multimodal Summarization with Multimodal Output . it leverages the power of large language models and extends its capability to cross-modal understanding . |
| Outcome: | The proposed framework outperforms uni- and multi-modality methods on two new datasets . it leverages the power of large language models and extends its capability to cross-modal understanding . |